Why Your AI Keeps Giving You Generic Answers (And the Fix Is Not a Better Prompt)
This is part three of our Putting AI to Work in Your Tour Business series. Watch the full series here and read part one here.
Most tour operators using AI have hit the same wall. You open ChatGPT or Claude, type a reasonable question, and get back something that sounds fine but feels off. Generic. Polite. A little too polished. Like advice written for any small business rather than yours.
The usual response is to assume the prompt was the problem. So you try again. You add more detail. You watch a YouTube video about prompt engineering. You copy templates from a free guide. Your results get slightly better, then plateau.
Here is what we’ve learned from months of testing AI across our own business and with the operators we coach. Prompting is real, but it is not the biggest lever. The operators getting great results are doing something different. They are giving their AI deep, consistent context about their business. Their team, their products, their pricing, their brand voice, their standard customer service responses, their processes. The prompt is still there, but it is riding on top of a foundation that most people never build.
We call that foundation an AI Brain. And building one is the step that separates AI as a novelty from AI as a working part of your business.
Context Engineering Is the Real Skill
Think about how you onboard a new team member. A new guide, a new office admin, a new assistant. You do not hand them a task on day one and say “figure it out.” You walk them through the company. You show them where the information lives. You explain how you talk to guests, who handles what, what your tours actually include. Over weeks, they build a mental map of your business. Then they can act on their own.
Most people skip that entire process when they use AI. They paste a task into a blank chat window and wonder why the output is generic. It is generic because the AI has no context. It is your new hire on day one, guessing.
Context engineering is the practice of giving your AI what a new hire would get, but in a form the AI can read. Once you understand the skill, the specific tool does not matter all that much. It works in Claude, it works in ChatGPT, it works in Gemini. Think of it like learning to drive. Once you know how to drive, you can get behind the wheel of almost any vehicle. The AI tools are the vehicles. Context engineering is the skill.
What an AI Brain Actually Looks Like
An AI brain is a folder on your computer. Inside the folder are separate text files, one for each major area of your business. We recommend a format called markdown, which is just plain text with a couple of symbols for headers and lists. If you can write a text message, you can read a markdown file.
The files you want to build:
An instructions file that tells your AI how to behave, what tone to use, and where to find everything else. This is the most important file. Your AI reads it first, every time.
A company overview. What you do, where you operate, what makes your company different.
Your products and services. Every tour, activity or experience you sell. Pricing. Typical discounts. Group size rules.
Your ideal customers. Who books with you. What they care about. Objections they raise.
Your team. Who does what. Who handles which kinds of questions.
Your brand voice. How you sound. Words you use. Words you avoid. Real examples of writing that feels right.
Your FAQs and customer service responses. How you typically handle common questions and objections.
Your processes and standard operating procedures.
Your tech stack. What software runs your business.
If you want AI to help with your personal life too, you can add personal context. Family birthdays, travel preferences, calendars, to-do lists. As entrepreneurs our business and personal lives overlap, so it can make sense to keep both in one place. That is a personal call.
Why Markdown Instead of a Word Doc
Three reasons to use simple text files. First, AI tools read plain text faster and more accurately than formatted documents. Second, markdown files are tiny, which means your AI can load more of them while using fewer tokens. You stretch your usage allowance further. Third, and this one matters, some AI tools can actually update and edit these files on their own. As your business changes, your AI can keep the brain current without you rewriting it by hand.
A tool called Obsidian, free to download, gives you a clean interface for working with a folder of markdown files. It is basically a note-taking app that points at your AI brain folder and lets you browse and edit the files quickly. Worth installing.
The Honest Conversation About Privacy
Before you build an AI brain you need to think about what you are comfortable sharing. When you use a cloud AI tool, your data gets sent to that company’s servers for processing. Local models that run entirely on your computer exist, but today they are less capable than the frontier models and the setup is technical. For most operators, cloud-based AI is the practical option.
On a paid plan like Claude Pro or ChatGPT Plus, you can turn off model training in your settings. In Claude it is under Settings then Privacy. In ChatGPT it is under Data Controls. We recommend turning that off regardless of how much context you plan to share. While you are in there, turn on two-factor authentication. That goes for every tool you use online, not just AI.
You can also draw the line in different places. Maybe you do not want detailed financial information in your AI brain. Maybe you want to keep family details out. That is fine. You can build a useful brain without sharing everything.
It’s worth noting the trade-off. Your business data already lives in the cloud in most cases. Google or Microsoft hosts your email. Your booking platform stores your revenue, customer data and pricing. Your CRM has every contact you have ever worked with. We trust those companies because the value of using their tools outweighs the risk. AI tools from the same category of companies are not fundamentally different. The stakes of holding back context are also rising. If your AI does not understand your revenue, your margins or your seasonal patterns, it is a business advisor working blindfolded. It can still help, but it will guess where it should not have to.
What Changes When the Brain Is Working
Here is a simple example. We get inquiries from prospective coaching members. Someone sends a thoughtful email with a couple of specific questions about the program.
Without an AI brain, we could paste that email into a blank ChatGPT window and get back a polite, generic response. With our brain connected, the process looks different. We ask our AI to draft a reply and mention one of our coaches by first name.
Our AI already knows our team, so it pulls up the coach’s profile and availability. It checks the FAQ for the specific program the lead is asking about and paraphrases how we typically respond to those objections in our voice. It pulls two testimonials from past clients whose situations match this lead’s concerns. The draft that comes back sounds like us, references the right people and addresses the actual questions.
One email, five or six parts of the brain working together. Multiply that across every task your team handles and the effect compounds.
The Easy Way to Build Yours
Building all of this from scratch sounds like a lot, so we built a free guide called the AI Brain Builder that does most of the work for you. Instead of staring at a blank file trying to remember what to write, the prompt interviews you section by section. You answer naturally, the way you would talk to a new hire. You can upload existing documents like a business plan, website copy or a team handbook, and the AI pulls what it needs from those and asks about everything else.
We recommend running the prompt inside Claude Cowork, a desktop app on the paid Claude plan. Cowork can create the files directly in a folder on your computer, which means your brain is built and ready to use the moment the interview ends. If you do not have Cowork, you can run the same prompt in ChatGPT Plus and download the files as a zip. Either way works.
Budget a few hours, though many operators split it across a few sessions. You do not need to get everything right on day one. The brain grows and improves over time.
Why This Step Matters More Than the Shiny Tools
The next few videos in this series will show you how to connect your AI to your actual business tools and have it run tasks on a schedule. That is where things start to feel less like a chatbot and more like an actual team member. None of those workflows hold up without a real brain underneath. Context is the foundation. Every other capability sits on top of it.
If you are watching this feeling overwhelmed, a little anxious about what AI means for your company or your future, we get it. We feel it too. This moment is genuinely unsettling and some days it is tempting to tune it all out. The risk with that instinct is the gap between operators who are building this muscle and operators who are not is widening fast. You do not need to have it all figured out. Nobody does. You just need to start.
Your Next Step
Download the AI Brain Builder below. Set aside a couple of hours this week. Let the prompt interview you and upload whatever documents you already have. By the end you will have the core of your AI brain, ready to use in every tool you touch.
If you want to build this alongside other tour operators, join us in the Tour Business AI Lab. We work through this together, share what is working in real businesses, and troubleshoot the sticking points.
Want help creating more engagement (and stellar reviews) for your tours? Book a free 45-minute strategy call with us today!
